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PolarDB MCP Server

aliyun

MCP Servers to access PolarDB.

15Other

MSSQL MCP Server

c0h1b4

15Databases

Mcp Server

firebolt-db

Model Context Protocol implementation that connects your LLM to Firebolt

15Databases

MCP Poisoning Attack - PoC

wbfoss

This repository demonstrates a variety of **MCP Poisoning Attacks** affecting real-world AI agent workflows.

15Other

MyMCPSpace MCP Server

glifxyz

An MCP server for posting to the MyMCPSpace "bots only" social network

15Other

Cal Server

pwh-pwh

用于计算数学表达式的MCP

14Other

TxtAI Assistant MCP

rmtech1

Model Context Protocol (MCP) server implementation for semantic vector search and memory management using TxtAI. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic vector database search capabilities. You can use Claude and C

14AI & Agents

OSSInsight MCP Server

damonxue

An MCP server based on OSSInsight.io, providing data analysis for GitHub individuals and repositories, as well as in-depth insights into the open source ecosystem.

14Other

MCP Server to Auto commit changes 🛠️

jatinsandilya

An mcp server that auto commits changes and creates commit message in the form of conventional commits (https://www.conventionalcommits.org/en/v1.0.0/)

14Version Control

Unsplash MCP Server

okooo5km

a Swift implementation of hellokaton/unsplash-mcp-server, with additional features like get_photo and random_photo

14Other

🌧️ Raindrop.io MCP Server

sachin-philip

An MCP server for Raindrop.io

14Other

AnalyticDB PostgreSQL MCP Server

aliyun

14Databases

Springboot + MCP + JUnit 模板项目

dreamcenter

A template idea project by springboot、mcp、junit. Available for both stdio and sse mode.

14Developer Tools

GoDevMCP

fpt

A MCP server for Golang development

14Other

Local iMessage RAG MCP Server

willccbb

iMessage RAG MCP Server from Anthropic MCP Hackathon (NYC)

14Memory & Knowledge

Pharo MCP Server

paulwilke

Pharo Smalltalk implementation of Anthropic's Model Context Protocol (MCP) server specification. Enables LLMs like Claude to interact with Pharo applications.

14Other

LearnMCP-xAPI

DavidLMS

An open-source MCP (Model Context Protocol) server that enables AI agents to record and retrieve learning activities through xAPI-compliant Learning Record Stores

14Other

mcp-testing-kit

thoughtspot

The testing library you need to test your MCP servers

14Developer Tools

Placid.app MCP Server

felores

Generate image and video creatives using Placid.app templates in MCP compatible hosts

14Media & Design

Mcp Ffmpeg

AmolDerickSoans

Model Context Protocol Server to facilitate llms to able to decode, encode, transcode, mux, demux, stream, filter and play pretty much anything that humans and machines have created.

14Other

Nocodb MCP Server

granthooks

14Other

A Remote MCP Server for ATproto Docs

immber

A MCP server to query and generate answers based on the ATproto documentation available online

14Memory & Knowledge

MCP Manager

kaichen

A simple GUI for managing MCP servers, for easy toggle mcp servers.

14Developer Tools

raindrop-mcp

sachin-philip

An MCP server for Raindrop.io

14Other

FastMCP SonarQube Metrics

ArchAI-Labs

Chat with your SonarQube data: explore metrics, compare trends, and track issues—effortlessly.

14Developer Tools

アイリ Android

LemonNekoGH

Allow LLM to use Android Device

14Other

Gemini Docs MCP Server

M-Gonzalo

MCP server for retrieving relevant documentation from a knowledge base

14Memory & Knowledge

Simple Weather MCP Server example from Quickstart

hideya

Simple Weather MCP Server Example

14Media & Design

MCP-Odoo

yourtechtribe

Model Context Protocol (MCP) server for Odoo integration for finance, allowing AI agents to access and manipulate Odoo data through a standardized interface.

14Other

Simple Weather MCP Server example from Quickstart

hideya

Simple Weather MCP Server Example

14Media & Design

Filesystem MCP Server for WSL

webconsulting

filesystem MCP server for accessing WSL distributions from Windows

14Files & Storage

Confluence Communication Server MCP Server

KS-GEN-AI

A test of confluence mcp server

14Memory & Knowledge

MCP Server: SSH Rails Runner

tadasant

MCP server that facilitates an SSH connection to a deployed Rails app so you can run Rails REPL commands

14Developer Tools

Binance Mcp

mixuechu

14Other

MCP Ethers Wallet

crazyrabbitLTC

A full implementation of Ethers as an AI tool for the model context protocol

14Other

LLM SSE MCP Demo

nlinhvu

This project demonstrates the integration between LLM clients and MCP (Model Context Protocol) servers using Server-Sent Events (SSE) for real-time communication.

14AI & Agents

EasyChatDM - Demonstrates creating a simple MCP Server tools

cote

Example MCP Server tools for playing D&D with generative AIs. This project is for educational purposes so little attention is given to good code design.

14Other

click-mcp

crowecawcaw

Turn click CLIs into MCP servers with one line of code

14Other

Twilio MCP Server

YiyangLi

A Model Context Protocol (MCP) server that enables Claude and other AI assistants to send SMS messages using Twilio.

14Communication

JSON MCP

VadimNastoyashchy

JSON MCP Server

14Other

MCP Nutanix

thunderboltsid

MCP Server for Nutanix

14Other

Porkbun MCP Server

miraclebakelaser

MCP server implementation for managing domains, DNS, and SSL via the Porkbun API.

14Other

Windows Crate Docs Search MCP

preludeorg

MCP server that allows searching the Rust windows crate API documentation

14Memory & Knowledge

JSON Canvas MCP Server

Cam10001110101

14Memory & Knowledge

MCP Server for Snowflake

dynamike

MCP Server for connecting to Snowflake with read-only questions

14Databases

📺 bilibili-mcp

xspadex

14Other

MCP Internet Speed Test

inventer-dev

The MCP Internet Speed Test is a specialized Model Context Protocol (MCP) server that enables AI models and agents to perform internet speed measurements.

14Developer Tools

MariaDB / MySQL Database Access MCP Server

rjsalgado

An MCP server that provides access to MariaDB ou MySQL databases.

14Databases

Zoom MCP Server

JavaProgrammerLB

Now you can date a Zoom meeting with AI's help.

14Communication

🎯 Kubernetes AI Management System

hariohmprasath

AI-Powered Kubernetes Management System: A platform combining natural language processing with Kubernetes management. Users can perform real-time diagnostics, resource monitoring, and smart log analysis. It simplifies Kubernetes management through conversational AI, providing a m

14Cloud & Infrastructure

NetworksDB-MCP

MorDavid

Fast MCP integration for NetworksDB API - Query IP addresses, organizations, ASNs, and DNS records using natural language through Model Context Protocol

14Other

mcp-server-cex-bn

kydlikebtc

14Other

MCP NFSe Nacional

SamuelMoraesF

🇧🇷 MCP Server para consultar NFSe no portal nacional (nfse.gov.br). Busque notas, baixe XMLs e PDFs direto do seu AI agent.

14Other

workos-mcp

ZukAi-MCP

Common blockchain wrapper for Insight API

14Developer Tools

A sample MCP server for understanding cloud spend

aws-samples

MCP for AWS Cost Explorer and CloudWatch logs

14Other

MCP Proxy Monorepo

BitteProtocol

14Other

Github Second Brain

BaoNguyen09

Providing tools to AI to explore github codebase like agent

14Version Control

Wikipedia MCP Server

timjuenemann

Wikipedia MCP Server written in TypeScript

14Other

Calculator SSE

biswapm

14Other

Kibela MCP Server

kibela

Kibela's official MCP Server

14Other

Frequently asked questions

Common questions about MCP servers, tools, and integrations

1

What is an MCP server?

An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.

2

How do I install an MCP server?

Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.

3

Are MCP servers free to use?

Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.

4

What is the difference between local and remote MCP servers?

A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.

5

Which AI clients can connect to MCP servers?

Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.

6

How can I evaluate whether an MCP server is safe and reliable?

Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.